R Observatory: Metrics for jmBIG version 0.1.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

jmBIG

0.1.3

Joint Longitudinal and Survival Model for Big Data

1packages depend

2.4Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Atanu BhattacharjeeFirst published 2023-04-264 releasesCRAN page ↗

Provides analysis tools for big data where the sample size is very large. It offers a suite of functions for fitting and predicting joint models, which allow for the simultaneous analysis of longitudinal and time-to-event data. This statistical methodology is particularly useful in medical research where there is often interest in understanding the relationship between a longitudinal biomarker and a clinical outcome, such as survival or disease progression. This can be particularly useful in a clinical setting where it is important to be able to predict how a patient's health status may change over time. Overall, this package provides a comprehensive set of tools for joint modeling of BIG data obtained as survival and longitudinal outcomes with both Bayesian and non-Bayesian approaches. Its versatility and flexibility make it a valuable resource for researchers in many different fields, particularly in the medical and health sciences.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("jmBIG", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-jmbig

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-jmBIG

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-jmBIG

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 5.5 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

8

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-07-29
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-07-27
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 4 earlier snapshots

ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 0%
Documented parameters: 100%
Return-value docs: 100%
References docs: 22%

Downloads

2.4K

CRAN downloads in the past year

Rank #18,295 · ~7/day · ~200/mo

Releases R versions

Daily download trend is not available in this view yet.

15730 days

59490 days

2.4K1 year

Compare downloads with other packages →

Also on89 r2u1 autocran

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.10

Imports (8)

JMbayes2 joineRML rstanarm FastJM dplyrnlmesurvivalggplot2

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

JMbdirect

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Atanu Bhattacharjee

Author, Maintainer, Contributor

Authors (3)

Atanu Bhattacharjee

Author, Maintainer, Contributor

Bhrigu Kumar Rajbongshi

Author, Contributor

Gajendra K Vishwakarma

Author, Contributor

Contributors (3)

Atanu Bhattacharjee

Author, Maintainer, Contributor

Bhrigu Kumar Rajbongshi

Author, Contributor

Gajendra K Vishwakarma

Author, Contributor

Package Timeline

4 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.1.3Latest
2025-01-19 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
0.1.2
2024-03-21 · diff ↗
0.1.1
2023-10-29 · diff ↗
0.1.0
2023-04-26
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2023-04-26
Total releases: 4 / 3 yrs
License: GPL-3 OSI
Minimum R: ≥ 2.10
Bundled data: 121 KB / 3 files
Download size: 137 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("jmBIG")

Format

Bhattacharjee, A., Rajbongshi, B. K., & Vishwakarma, G. K. (2025). jmBIG: Joint Longitudinal and Survival Model for Big Data (Version 0.1.3) [Computer software]. https://doi.org/10.32614/CRAN.package.jmBIG

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for jmBIG version 0.1.3 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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